Ad Ops Isn’t Going Away, It’s Getting a Flock

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Ad Ops Isn’t Going Away, It’s Getting a Flock (May 18, 2026)

BY ROB BEELER

Last week, someone on a panel described their AI workflow in a way I have not been able to shake. They set an agent in motion, then go work out. When they get back, they review what happened, kick off the next agent, and go take a shower.

That is not some far-off future. That is a pretty practical description of where knowledge work is going. The work does not stop. The human does not disappear. But the rhythm changes. Instead of sitting there doing every step, the human becomes the person who sets the direction, checks the output, catches the weirdness, and decides what happens next.

I heard a similar version in another conversation: someone is training AI to do their job. Not in a doom-and-gloom way. More like, “I know the steps, I know the exceptions, I know what breaks, and I am teaching the system how to handle as much of that as possible.” When they are done, their role will be less about doing every task and more about watching over the thing they trained.

That may be the future of ad ops: bot shepherding.

The ad ops person of the future may be managing a flock of agents. One checks campaign pacing. One watches discrepancies. One scans for ad quality issues. One reviews bidstream weirdness. One monitors latency. One compares partner performance. One drafts the “before we panic, here is what I found” email.

But here is the important part: shepherding is not passive. You still need to know the terrain. You need to know when the flock is drifting. You need to know which bot is trustworthy, which one is overconfident, and which one keeps walking into a ditch. The human value moves from completing the task to understanding the system.

And honestly, ad ops may be better prepared for this than most departments. This industry has always been about managing automation that needs babysitting. We already live in the land of dashboards, APIs, wrappers, consent strings, creative scans, and mystery discrepancies. AI agents are just the newest animals in the field.

The question is not whether bots will do more of the work. They will. The question is, who will be good at watching them?

Navigator London is less than a month away! Navigator is a single-day working session that brings together rising leaders and experienced operators in ad ops, revenue, and strategy to work through the issues shaping decisions right now:

  • How are publishers protecting and growing revenue as site traffic keeps falling?
  • What does innovation inside publishing look like when budgets are tight and the pressure is immediate?
  • As audience behavior and referral patterns change, what has to change in the publisher playbook?
  • What needs to change for programmatic to feel more transparent, efficient, and worth the effort on the publisher side?
  • What does AI actually change for publisher operations and revenue teams?

Rory Latham of WPP and AMI (Anne Marie Imafido) will be joining us as keynote speakers, but that’s only the beginning of who will be there next month.

👉 Time is running out, so raise your hand to attend Navigator London today.

Here’s the latest:

  • Publishers: ‘failing fast’ in ad ops only works if somebody’s writing it down
    I’m tired. A lot of my friends in ad ops are tired. We keep being asked to absorb the same preventable problems on behalf of organizations that have decided learning isn’t worth the time it takes. (New anonymous publisher op-ed with Liz Moorehead)

  • There’s a dangerous tendency to think of AI as magic instead of infrastructure
    For the past two years, publishers have largely talked about AI in abstract terms: opportunities, risks, legal concerns, SEO disruption, licensing deals, existential dread. Yes, they are all important. But they’re increasingly disconnected from the practical question every operations, revenue, and editorial team now faces: what are we actually doing with this stuff? Matthew Rance’s demo answered that question with refreshing specificity.

  • Metrics publishers prioritize may not drive revenue (new report from Playwire)
    For years, publishers have been told to obsess over CPMs, viewability, and time-on-site. But according to Playwire’s new report, State of Publisher Ad Revenue 2026: Insights and Opportunities, many of the industry’s most commonly discussed metrics are not actually the strongest predictors of publisher revenue.

And here’s what’s popular with our community:

  • Anonymous publisher op-ed: Ad ops is where other people’s bad decisions become emergencies
    Ad ops is still treated in too many organizations like the place where work goes after the important thinking is done. The strategy happened already. The deal is closed. The client is excited. Leadership is happy. Sales is moving on to the next thing. And now here come the details. Here come the questions. Here come the constraints. Here comes the part where reality shows up and asks whether any of this can actually work.
  • 44-Page Above the Fold Q1 2026 Report(Subscribers only)
    Teams are dealing with immediate revenue pressure, unstable traffic patterns, shifting buyer behavior, AI-fueled disruption, and growing demands on already strained operations. That tension is shaping decisions everywhere; in yield strategy, in staffing, in workflows, in audience development, and in the ongoing question of where publishers can still build durable leverage.By Rob Beeler of Beeler.Tech.

Want to get caught up on everything we’ve published? Start here.

Here’s what you need to know this week… 

  • Big news: Melissa Chapman is now Beeler.Tech’s Chief Operating Officer. 🎉
    Beeler.Tech has always been a community-first organization. But being genuinely community-centric means being able to move in the moment when our community tells us what it needs, without dropping the less visible, meaningful work that still needs to keep happening in the background. In Melissa’s own words, yes, the COO role is about “running the day-to-day operations of our team and helping to execute on the strategy of the organization.” But the heart of it goes deeper than that. She’s focused on making sure the team has the people, the skills, and the structure to actually deliver on what our community needs. Congratulations, Melissa!
  • uncheckedNext Camp.Fire: Interstitial UX Reset + Navigator NYC & AI Publisher Response Analysis (May 19 at 12 p.m. Eastern)
    Camp.Fire is where publishers and partners come together to talk about the top topics within our community monthly. We’re kicking off this month’s Camp.Fire with Evan Thor, who will dig into a broken part of the mobile ecosystem: interstitial ad UX. From lack of publisher control to misaligned incentives and “inescapable” creative design, Evan will outline the problem and propose a path forward toward a better, more sustainable user experience. This is an open call for collaboration across publishers, ad tech, and buyers to help shape what comes next. From there, we will recap, review, and analyze the critical conversations from Navigator NYC and AI Publisher Response to dig into what we learned, the key takeaways, and how we can implement solutions in our ever-changing world of publishing. If you weren’t in the rooms, you’ll want to be here to find out what you missed. If you were, this is your chance to chime in and share what you feel everyone needs to hear from your conversations.Let’s turn talk into action. Camp.Fire is exclusive to our existing publisher and partner community. Join our community today.

A full list of our 2026 events we’re involved in, all in one nice little package:

Cannes 2026 Calendar

Each year The Digital Voice creates a robust Cannes calendar. For those attending, worth a review. Get the Cannes calendar here!

Join the Community!

Thousands of professionals, of all ages, worldwide turn to Beeler.Tech as their meeting place for all things publisher revenue operations. Join the Beeler.Tech Community here! Your teams and colleagues are welcome, too. 

Join the Women’s Space

Our Women’s Space continues to grow, and we’re developing a Code of Conduct for all Beeler.Tech events: something every attendee will agree to, and something we hope the wider industry adopts. The goal is simple: raise the bar on respect and professionalism for everyone. We have a Slack channel and a WhatsApp group. The WhatsApp chat is more active, but you’re welcome in either (or both) if you want to be part of the conversation.

Please reach out to Melissa if you would like to join one or both.

Looking for your next opportunity? Know someone else that is?

Check out our job board. Also – sign up for our Jobs Newsletter (delivered every Thursday). Subscribe here.

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